Triple
T18382527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prince George County, Virginia |
E446488
|
entity |
| Predicate | fireProtection |
P8978
|
FINISHED |
| Object |
Prince George County Fire and EMS
Prince George County Fire and EMS is the combined fire-rescue and emergency medical services agency serving Prince George County, Virginia.
|
E1321611
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Prince George County Fire and EMS | Statement: [Prince George County, Virginia, fireProtection, Prince George County Fire and EMS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prince George County Fire and EMS Context triple: [Prince George County, Virginia, fireProtection, Prince George County Fire and EMS]
-
A.
Prince George’s County Fire/EMS Department
The Prince George’s County Fire/EMS Department is the combined fire protection and emergency medical services agency serving Prince George’s County, Maryland.
-
B.
Frederick County Fire and Rescue Services
Frederick County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Frederick County, Maryland.
-
C.
Baltimore County Fire Department
The Baltimore County Fire Department is the countywide emergency services agency responsible for fire suppression, rescue operations, and emergency medical services throughout Baltimore County, Maryland.
-
D.
Montgomery County Fire and Rescue Service
The Montgomery County Fire and Rescue Service is the county-level emergency response agency responsible for providing fire protection, emergency medical services, and rescue operations throughout Montgomery County, Maryland.
-
E.
Howard County Fire and Rescue services
Howard County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Howard County, Maryland.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Prince George County Fire and EMS Triple: [Prince George County, Virginia, fireProtection, Prince George County Fire and EMS]
Generated description
Prince George County Fire and EMS is the combined fire-rescue and emergency medical services agency serving Prince George County, Virginia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prince George County Fire and EMS Target entity description: Prince George County Fire and EMS is the combined fire-rescue and emergency medical services agency serving Prince George County, Virginia.
-
A.
Prince George’s County Fire/EMS Department
The Prince George’s County Fire/EMS Department is the combined fire protection and emergency medical services agency serving Prince George’s County, Maryland.
-
B.
Frederick County Fire and Rescue Services
Frederick County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Frederick County, Maryland.
-
C.
Baltimore County Fire Department
The Baltimore County Fire Department is the countywide emergency services agency responsible for fire suppression, rescue operations, and emergency medical services throughout Baltimore County, Maryland.
-
D.
Montgomery County Fire and Rescue Service
The Montgomery County Fire and Rescue Service is the county-level emergency response agency responsible for providing fire protection, emergency medical services, and rescue operations throughout Montgomery County, Maryland.
-
E.
Howard County Fire and Rescue services
Howard County Fire and Rescue Services is the county-level emergency response agency providing fire protection, emergency medical services, and rescue operations throughout Howard County, Maryland.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e5179c931c8190b1c7c8284f42f7b7 |
completed | April 19, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03d782cb54819091b847cdeb98ed5c |
completed | May 13, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_6a03d8adc00c81908ca0a4825a2bcea1 |
completed | May 13, 2026, 1:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03da59c1b081908d9488233c611586 |
completed | May 13, 2026, 1:56 a.m. |
Created at: April 10, 2026, 10:45 a.m.